Nabiha Azizi

According to our database, Nabiha Azizi authored at least 36 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Boosting Multi-Label Classification Performance Through Meta-Model.

Sonia Guehria, Habiba Belleili, Nabiha Azizi, Djamel Zenakhra

Int. J. Pattern Recognit. Artif. Intell., January, 2024

Enhancing algorithmic assessment in education: Equi-fused-data-based SMOTE for balanced learning.

Yasmine Chachoui, Nabiha Azizi, Richard Hotte, Tahar Bensebaa

Comput. Educ. Artif. Intell., 2024

2023

GANs Investigation for Multimodal Medical Data Interpretation : Basic Architectures and Overview.

Assia Boukhamla, Mohamed Hatem Bouziane, Akram Laib, Nabiha Azizi, Roumaissa Rouabhi, Aya Merah, Rim Chaib

Proceedings of the International Conference on Control, Automation and Diagnosis, 2023

2022

Unbalanced Learning for Diabetes Diagnosis Based on Enhanced Resampling and Stacking Classifier.

Nawel Zemmal, Nacer Eddine Benzebouchi, Nabiha Azizi, Didier Schwab, Samir Brahim Belhaouari

Int. J. Intell. Inf. Technol., January, 2022

Exploiting discourse relations to produce Arabic extracts.

Samira Lagrini, Nabiha Azizi, Mohammed Redjimi

Int. J. Reason. based Intell. Syst., 2022

An Improved Disc Segmentation Based on U-Net Architecture for Glaucoma Diagnosis.

Radia Touahri, Nabiha Azizi, Nacer Eddine Hammami, Farid Benaida, Nawel Zemmal, Ibtissem Gasmi

Int. J. Ambient Comput. Intell., 2022

Improved Cerebral Images Semantic Segmentation Using Advanced Approaches of Deep Learning.

Abderraouf Zoghbi, Maroua Benleulmi, Soraya Cheriguene, Nabiha Azizi, Samira Lagrini, S. Nadine Layeb

Proceedings of the Intelligent Systems and Pattern Recognition, 2022

2021

Enhanced context-aware recommendation using topic modeling and particle swarm optimization.

Ibtissem Gasmi, Mohamed Walid Azizi, Hassina Seridi-Bouchelaghem, Nabiha Azizi, Samir Brahim Belhaouari

J. Intell. Fuzzy Syst., 2021

Multi source retinal fundus image classification using convolution neural networks fusion and Gabor-based texture representation.

Radia Touahri, Nabiha Azizi, Nacer Eddine Hammami, Monther Aldwairi, Nacer Eddine Benzebouchi, Ouided Moumene

Int. J. Comput. Vis. Robotics, 2021

A new hybrid system combining active learning and particle swarm optimisation for medical data classification.

Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Soraya Cheriguene, Amel Ziani

Int. J. Bio Inspired Comput., 2021

Jumping Particle Swarm Optimization.

Atiq ur Rehman, Ashhadul Islam, Nabiha Azizi, Samir Brahim Belhaouari

Proceedings of Sixth International Congress on Information and Communication Technology, 2021

Deceptive Opinions Detection Using New Proposed Arabic Semantic Features.

Amel Ziani, Nabiha Azizi, Didier Schwab, Djamel Zenakhra, Monther Aldwairi, Nassira Chekkai, Nawel Zemmal, Marwa Hadj Salah

Proceedings of the Fifth International Conference On Arabic Computational Linguistics, 2021

2020

Particle Swarm Optimization Based Swarm Intelligence for Active Learning Improvement: Application on Medical Data Classification.

Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Soraya Cheriguene, Amel Ziani, Monther Aldwairi, Nadjette Dendani

Cogn. Comput., 2020

Context-Aware Based Evolutionary Collaborative Filtering Algorithm.

Ibtissem Gasmi, Fouzia Anguel, Hassina Seridi-Bouchelaghem, Nabiha Azizi

Proceedings of the Modelling and Implementation of Complex Systems, 2020

"One vs All" Classifier Analysis for Multi-label Movie Genre Classification Using Document Embedding.

Sonia Guehria, Habiba Belleili, Nabiha Azizi, Samir Brahim Belhaouari

Proceedings of the Intelligent Systems Design and Applications, 2020

Improved Multi-label Medical Text Classification Using Features Cooperation.

Rim Chaib, Nabiha Azizi, Nawel Zemmal, Didier Schwab, Samir Brahim Belhaouari

Proceedings of the Innovative Systems for Intelligent Health Informatics, 2020

2019

A new hybrid classifier selection model based on mRMR method and diversity measures.

Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Amel Ziani

Int. J. Mach. Learn. Cybern., 2019

Multi-modal classifier fusion with feature cooperation for glaucoma diagnosis.

Nacer Eddine Benzebouchi, Nabiha Azizi, Amira S. Ashour, Nilanjan Dey, R. Simon Sherratt

J. Exp. Theor. Artif. Intell., 2019

Toward an automatic summarisation of Arabic text depending on rhetorical relations.

Samira Lagrini, Nabiha Azizi, Mohammed Redjimi, Monther Aldwairi

Int. J. Reason. based Intell. Syst., 2019

Combining RSS-SVM with genetic algorithm for Arabic opinions analysis.

Amel Ziani, Nabiha Azizi, Djamel Zenakhra, Soraya Cheriguene, Monther Aldwairi

Int. J. Intell. Syst. Technol. Appl., 2019

Automatic identification of rhetorical relations among intra-sentence discourse segments in Arabic.

Samira Lagrini, Nabiha Azizi, Mohammed Redjimi, Monther Aldwairi

Int. J. Intell. Syst. Technol. Appl., 2019

Authors' Writing Styles Based Authorship Identification System Using the Text Representation Vector.

Nacer Eddine Benzebouchi, Nabiha Azizi, Nacer Eddine Hammami, Didier Schwab, Mohammed Chiheb Eddine Khelaifia, Monther Aldwairi

Proceedings of the 16th International Multi-Conference on Systems, Signals & Devices, 2019

2018

Robust feature selection algorithm based on transductive SVM wrapper and genetic algorithm: application on computer-aided glaucoma classification.

Nawel Zemmal, Nabiha Azizi, Mokhtar Sellami, Djamel Zenakhra, Soraya Cheriguene, Nilanjan Dey, Amira S. Ashour

Int. J. Intell. Syst. Technol. Appl., 2018

Multi-classifier system for authorship verification task using word embeddings.

Nacer Eddine Benzebouchi, Nabiha Azizi, Monther Aldwairi, Nadir Farah

Proceedings of the 2nd International Conference on Natural Language and Speech Processing, 2018

Hybrid Artificial Bees Colony and Particle Swarm on Feature Selection.

Hayet Djellali, Akila Djebbar, Nacira Ghoualmi-Zine, Nabiha Azizi

Proceedings of the Computational Intelligence and Its Applications, 2018

2017

A Survey of Extractive Arabic Text Summarization Approaches.

Samira Lagrini, Mohammed Redjimi, Nabiha Azizi

Proceedings of the Arabic Language Processing: From Theory to Practice, 2017

2016

Optimized Tumor Breast Cancer Classification Using Combining Random Subspace and Static Classifiers Selection Paradigms.

Soraya Cheriguene, Nabiha Azizi, Nawel Zemmal, Nilanjan Dey, Hayet Djellali, Nadir Farah

Proceedings of the Applications of Intelligent Optimization in Biology and Medicine, 2016

Classifier Ensemble Selection Based on mRMR Algorithm and Diversity Measures: An Application of Medical Data Classification.

Soraya Cheriguene, Nabiha Azizi, Nilanjan Dey, Amira S. Ashour, Corina Anca Mnerie, Teodora Olariu, Fuqian Shi

Proceedings of the Soft Computing Applications, 2016

2015

Combining Random Sub Space Algorithm and Support Vector Machines Classifier for Arabic Opinions Analysis.

Amel Ziani, Nabiha Azizi, Yamina Tlili Guiyassa

Proceedings of the Advanced Computational Methods for Knowledge Engineering - Proceedings of 3rd International Conference on Computer Science, Applied Mathematics and Applications, 2015

2014

Improved decision tree construction based on attribute selection and data sampling for fault diagnosis in rotating machines.

Nour El Islem Karabadji, Hassina Seridi, Ilyes Khelf, Nabiha Azizi, Ramzi Boulkroune

Eng. Appl. Artif. Intell., 2014

A new hybrid method combining genetic algorithm and support vector machine classifier: Application to CAD system for mammogram images.

Nabiha Azizi, Nawel Zemmal, Mokhtar Sellami, Nadir Farah

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

2013

Polarity Opinion Detection in Arabic Forums by Fusing Multiple SVMs (Détection de polarité d'opinions dans les forums en langue arabe par fusion de plusieurs SVM) [in French].

Amel Ziani, Nabiha Azizi, Yamina Tlili Guiyassa

Proceedings of the Rencontres des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, 2013

2012

From static to dynamic ensemble of classifiers selection: Application to Arabic handwritten recognition.

Nabiha Azizi, Nadir Farah

Int. J. Knowl. Based Intell. Eng. Syst., 2012

New Dynamic Ensemble of Classifiers Selection approach based on confusion matrix for Arabic Handwritten recognition.

Nabiha Azizi, Nadir Farah

Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012

New Dynamic Classifiers Selection Approach for Handwritten Recognition.

Nabiha Azizi, Nadir Farah, Abdel Ennaji

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2010

Using Diversity in Classifier Set Selection for Arabic Handwritten Recognition.

Nabiha Azizi, Nadir Farah, Mokhtar Sellami, Abdel Ennaji

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010